Report on Estonia

Introduction

This report explores attitudes towards gender roles and immigration in Estonia using data from 2017 European Value Study (EVS). Key variables analyzed include v72 and v80, which respectively measure perceptions on maternal employment effects and job priority during scarcity. We will incorporates demographic information such as age, sex, and education level for a comprehensive analyses.

  • v72 - Child suffers with working mother
    • Question: When a mother works for pay, the children suffer
    • Scale: 1 (Strongly agree) to 4 (Strongly disagree)
  • v80 - Jobs are scarce:giving…(nation)priority
    • Question: When jobs are scarce, employers should give priority to [Nationality] people over immigrants”
    • Scale: 1 (Strongly agree) to 4 (Strongly disagree)

Descriptive Analysis

Below tables are descriptive statistics for both continuous (v72, v80, age) and categorical variables (sex, education) in Estonia.

Summary Statistics for v72 and v80
Variables Mininum 1st Qu. Median Mean 3rd Qu. Maximum
v72 1 3 3 2.8750 3 4
v80 1 1 2 2.0660 3 5
age 18 39 57 54.6204 70 82
Summary Statistics for sex and education
variable value frequency proportion
sex Male 485 0.0082
sex Female 819 0.0138
education lower 196 0.1503
education medium 700 0.5368
education higher 408 0.3129

Change in Attitudes by Age

The two graphs presented below illustrates how the two variables of interest change with age in Estonia. The X-axis denotes age, while the Y-axis represents the average level of disagreement for v72 and v80.

Regression models

The table below shows regression models for both attitudes towards Child suffers (v72) and Job to national (v80) in Estonia. The models include respondents’ age, age squared, sex and education.

Outputs from Regression Models
  Child suffers(v72) Job to national(v80)
(Intercept) 3.55*** 3.46***
  (0.17) (0.26)
age -0.03*** -0.05***
  (0.01) (0.01)
age^2 0.00** 0.00***
  (0.00) (0.00)
sexFemale -0.00 0.17**
  (0.04) (0.07)
edumedium 0.07 -0.01
  (0.06) (0.09)
eduhigher 0.26*** 0.36***
  (0.06) (0.10)
R2 0.06 0.07
Adj. R2 0.05 0.07
Num. obs. 1261 1276
***p < 0.001; **p < 0.01; *p < 0.05

Based on the model above, it appears that the sex variable is not statistically significant on attitudes towards child suffer (p>0.05). In the Job to national(v80) model, it appears that the sex variable has a significant impact on v80. It shows that females are more likely to disagree that a national should have priority for jobs when these are scarce by around 0.17 compared to males, showing a positive relationship. (p<0.05)